{"id":"W4366189191","doi":"10.3390/act12040175","title":"Enhancing Seismic Resilience of Existing Reinforced Concrete Building Using Non-Linear Viscous Dampers: A Comparative Study","year":2023,"lang":"en","type":"article","venue":"Actuators","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Damper; Building code; Structural engineering; Induced seismicity; Dissipation; Resilience (materials science); Displacement (psychology); Seismic analysis; Acceleration; Seismic loading; Earthquake engineering; Engineering; Civil engineering; Computer science; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003511099,0.000202536,0.0004150268,0.0003140457,0.0001425708,0.00002292895,0.0002143504,0.00005230565,0.0000109823],"category_scores_gemma":[0.00005760453,0.0002022252,0.00008600914,0.0011155,0.00005137408,0.0002958509,0.0000685269,0.0001753847,0.00003866025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000831264,"about_ca_system_score_gemma":0.0000397582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001862809,"about_ca_topic_score_gemma":0.000005192264,"domain_scores_codex":[0.998674,0.00002122831,0.0004546416,0.0002236621,0.0002637868,0.0003627016],"domain_scores_gemma":[0.9993591,0.000133524,0.0001083178,0.0002745576,0.0000559547,0.00006849031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008515483,0.000001792368,0.0007886096,0.00005918008,0.0001381881,0.00001367135,0.0102773,0.7691513,0.219251,0.000006526001,0.00003924702,0.0002647488],"study_design_scores_gemma":[0.0002576679,0.00004961244,0.0001133648,0.0001295461,0.00005824758,0.000002425679,0.01451986,0.8863713,0.09826373,0.00000299189,0.00003718411,0.0001940418],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648652,0.00002049432,0.03435697,0.000002956991,0.0001368956,0.0001751273,0.00000381162,0.000193581,0.0002449594],"genre_scores_gemma":[0.9982971,0.00001726306,0.001479235,0.0000207359,0.00008324608,0.0000089674,0.000007185346,0.00002831407,0.00005798413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1209872,"threshold_uncertainty_score":0.8246505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04268247096330333,"score_gpt":0.3220781988526852,"score_spread":0.2793957278893818,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}